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Paper Citation Record · LEDGER

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 10 inbound Pith citation observations for arXiv:2505.16229.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.16229 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:31.043095Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:42:38.283366Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact2
  • verified fuzzy13
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 43f53dc8-1a6a-4e6a-8c65-80a0a55b60c8 · outbound

This paper cites Computed tomography dose index and patient dose: They are not the same thing.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Computed tomography dose index and patient dose: They are not the same thing

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:35.721887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:26.169853Z digest=sha256:dc1c5e072f2899ce15f1e186e7a25a604ad7729619ccbfd89595939fa66fc1b5

Observation a19a7976-c573-4da2-b5dd-1760e5fbcfd6 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:35.495190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:26.271135Z digest=sha256:ade1c14df63e61321c6d7acd845a69c9bbf8f286a005755b9d0cffbc92df3430

Observation d1ff5acf-4b03-4102-b5c0-21a51957fe45 · outbound

This paper cites RadSAM: Segmenting 3D radiological images with a 2D promptable model.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering RadSAM: Segmenting 3D radiological images with a 2D promptable model

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.408071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:26.408071Z digest=sha256:b7d88116f75af2bc70d14f3f460804406c80f32ea161a158e39d581ae86ba1bf

Observation b80afd47-11ec-4198-9463-26c9247ba375 · outbound

This paper cites Explaining 3D Computed Tomography Classifiers with Counterfactuals.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Explaining 3D Computed Tomography Classifiers with Counterfactuals

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:08:32.010261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:26.538990Z digest=sha256:c61f6e2e68c27646ce8f467ff3c6c09f11457403c74ca2fafa5442983b70bbea

Observation 950f1d8f-3f55-40d9-993d-d7f0257a5d3b · outbound

This paper cites Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:08:31.775183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:26.643396Z digest=sha256:af32aa9683110b8266b9327d8b55713dd5ac3c2898ea57144811d48665199b9d

Observation 49a88d34-985b-4e84-8810-3e6e86c304eb · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Llava-med: Training a large language-and-vision assistant for biomedicine in one day

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:35.334743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:26.739201Z digest=sha256:c081d1f578d76b60bd9b5d88ed566cee71808d52f048222d99873e41d97dbfc5

Observation 21f8bcca-3b08-427e-a99a-f504af729f63 · outbound

This paper cites PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.873973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:26.873973Z digest=sha256:e09d2b387b1c613c11492a208e36387a1e9ee97bc2cf421fd008fdefbcdcb66b

Observation 1bc76c84-2720-410c-abac-52e2c762f922 · outbound

This paper cites R2gengpt: Radiology report gen- eration with frozen llms.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering R2gengpt: Radiology report gen- eration with frozen llms

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:35.146114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:27.002687Z digest=sha256:59aed700cdad387d780400e13213c4a9b7006364872b6b7eecd0f6a3a41de722

Observation 96cbfb21-ee70-411f-a453-4eec7093a69e · outbound

This paper cites Generating Radiology Reports via Memory-driven Transformer.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Generating Radiology Reports via Memory-driven Transformer

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.177115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.177115Z digest=sha256:f6e4f4a070e2e0c6b3fa7a372a3e640653628dffcc18eecffd3c13f0d0352fd4

Observation 9e4ff101-c3d7-4ea0-b5b6-6926acab6e91 · outbound

This paper cites Bpi-mvqa: a bi-branch model for medical visual question answering.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Bpi-mvqa: a bi-branch model for medical visual question answering

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.978966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:27.336042Z digest=sha256:27e16646fbd429dec8009332bc425a25e2731190ac1f3d64f7865fde277fcc3f

Observation 8475adbf-9b48-469c-bd9b-a32dc8b45fcb · outbound

This paper cites MAIRA-1: A specialised large multimodal model for radiology report generation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering MAIRA-1: A specialised large multimodal model for radiology report generation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.441079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.441079Z digest=sha256:83dd417684b7ac4e9fedca9745d466dd2c1f16c2792dacb705759b6ad8cb3efe

Observation bdd31bac-b73c-4aad-9b20-7fb0ac4b48fe · outbound

This paper cites XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.518832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.518832Z digest=sha256:32edfb6cb4435527f36b9f712b3dc11eac5b67a709d19f80d0964815daff0379

Observation aeae742a-ca83-47c5-ada4-cb8eb7f47260 · outbound

This paper cites Ct2rep: Automated radiology report generation for 3d medical imaging.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Ct2rep: Automated radiology report generation for 3d medical imaging

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.761868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:27.663909Z digest=sha256:cf49d2818a90d89eef90b15980472b6f37e854f9ffc04d6f5c731e80541f357a

Observation 4a5bf697-1634-4b3c-8b39-d934817e8d44 · outbound

This paper cites 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.776309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.776309Z digest=sha256:646a992a8f474992cf119e2f00fdbf82c67254e1564ef9de12c26140cf58f3f4

Observation 90826223-3e5e-4122-8519-e8c484e7245c · outbound

This paper cites ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.870738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.870738Z digest=sha256:ee7027f3ce11cb15bc91ea7febfdef6e069da862b15085d0d522c7baaae6759f

Observation 794f9262-d525-4d24-850c-de053f214bf8 · outbound

This paper cites Ct-agrg: Auto- mated abnormality-guided report generation from 3d chest ct volumes.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Ct-agrg: Auto- mated abnormality-guided report generation from 3d chest ct volumes

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.979311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.979311Z digest=sha256:590470655965ae8d44f5086bfd0588277c2529d970531949061e15ca25a68be2

Observation 24e8384e-d6d4-4934-909d-8312e77e99f6 · outbound

This paper cites Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.118102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.118102Z digest=sha256:ddcd0d6e0ee79068492afbb6f1bc324e4d194d11a0469ef0c9f2187cc2d80ea0

Observation f539c539-ea36-4188-9403-534bd797dab9 · outbound

This paper cites Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.224224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.224224Z digest=sha256:51dfaa15488ca77613038e5524003c578e5f19ce4035727ba808f38c59e9ca0b

Observation 7d745b69-d3cf-4a0f-9d48-b46624b1e27f · outbound

This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.332256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.332256Z digest=sha256:bc55f4450a2ec68cead2d4b8cb15073a5c0d1995db22ea5dbb5fd8f6f27d9412

Observation 973e3025-8c35-4be9-b55c-d6d910715d41 · outbound

This paper cites A Survey of LLM-based Agents in Medicine: How far are we from Baymax?.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering A Survey of LLM-based Agents in Medicine: How far are we from Baymax?

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.482610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.482610Z digest=sha256:a7e41d9861af3f8719246b0e71df20dabcd8d411f76b6ec74c0b771a5127ce40

Observation 73e7a5ab-feb9-4cfa-bbf6-a3923e19e3a6 · outbound

This paper cites PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.603416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.603416Z digest=sha256:e4b8de8d82cb6ec59da413d851efb19b2f0a48c00c869f107f3430fc6d6d916f

Observation 7e0b448f-ed5a-44b1-85a6-b8279a577cc3 · outbound

This paper cites MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.730867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.730867Z digest=sha256:32e3369ab022b97c9d1579d26a1253e1b6c1b014e5ca88029100fc06ff646c2e

Observation 9b9e05cf-8221-4fa4-87f9-5e425aa8d763 · outbound

This paper cites M^3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering M^3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.829273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.829273Z digest=sha256:37ff9194636a52e62080577872f049ee885cb10afefa8fd482af6e72b2fff092

Observation 533f03c9-e602-45d4-b08d-ba5798b4e695 · outbound

This paper cites PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.965099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.965099Z digest=sha256:8b55fddaddd88bd609734e317565ea7119e57f41ad49dd25e99a64bd6d0f4407

Observation f44de8b8-7c51-4f03-8cc0-ce6505b16e5f · outbound

This paper cites Medmnist classification decathlon: A lightweight automl benchmark for medical image analysis.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medmnist classification decathlon: A lightweight automl benchmark for medical image analysis

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.572465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:29.073385Z digest=sha256:98433a256a64dd7d55919659a078dd75cf6980230650cbfc91e955116780d11a

Observation ae06813b-b53b-467c-884e-8b8a9556b22f · outbound

This paper cites Medsegbench: A comprehensive benchmark for medical image segmentation in diverse data modalities.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medsegbench: A comprehensive benchmark for medical image segmentation in diverse data modalities

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.336588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:29.212145Z digest=sha256:15b5ef7ccd7a3be3728db8cbd420fab830a578987e6cb4dc18680fda1a6c7c13

Observation e15cdd39-c8b7-4e5b-9626-7a4041d4aa72 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.324653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.324653Z digest=sha256:adfd4a5ef80388261467f1d80cd67cdf637a433120e8c263b71466dca2201c8b

Observation 816a43ff-59bf-411c-b6bc-9525cd45a74a · outbound

This paper cites RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.479627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.479627Z digest=sha256:88b2cb24f9c2b5860a427b2990a96522b6aa87333520398615f01e05b4b8c2d7

Observation 7baca812-157a-4f2d-a352-f3b22489bf08 · outbound

This paper cites Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.201695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:29.588646Z digest=sha256:c29e907326c894bce011f8ecbf74a1f2c6e1784e72ab610d44842f6aaba163c4

Observation 5651d83a-a436-4c21-8ec4-03eda40a7fe2 · outbound

This paper cites Medshapenet–a large-scale dataset of 3d medical shapes for computer vision.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medshapenet–a large-scale dataset of 3d medical shapes for computer vision

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.020277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:29.709108Z digest=sha256:60462d6f1981c790e6359946679bd787080e178e979f648e01ecf406973e3ca0

Observation f0317135-c562-4d00-9c5a-065ff34e94b1 · outbound

This paper cites Learning transferable visual models from natural language supervision.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Learning transferable visual models from natural language supervision

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.852428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.852428Z digest=sha256:ba677280d0a138d4546af9e7956ad859aec35aadb4b348b8047f9ab48e04b800

Observation 8c47d6d9-7f3b-4924-8c7d-af5e6515e2d0 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Lora: Low-rank adaptation of large language models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.996246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.996246Z digest=sha256:acb94819e14ce40cd09ea468e2d79c5f7597012f16e354751ac8b9a184f8bf7a

Observation 993a1635-bf44-4885-9dc1-4e0c6f36cae9 · outbound

This paper cites A survey on lora of large language models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering A survey on lora of large language models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:33.743021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:30.118957Z digest=sha256:8e7159b753288e7a17c565f4783e18392a72dacc07671bebcd6452e5dd518fd0

Observation ff36edce-2a1a-4287-95b7-0cfb590791e2 · outbound

This paper cites Visionzip: Longer is better but not necessary in vision language models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Visionzip: Longer is better but not necessary in vision language models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:30.274400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:30.274400Z digest=sha256:94daf49546a94da42075bb4bf3c59a27bcf1227aeb746a4d052d2269216060ba

Observation b6b811e2-8cbf-4645-b669-4f96bd38c703 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Bleu: a method for automatic evaluation of machine translation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:30.413533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:30.413533Z digest=sha256:10ec4210d017f16e86b5d2853814e2904b413d77f4529e9f7f4d7bccc8fea3cb

Observation cb0a9792-8e20-4bc4-a925-81e7990ac3e1 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering ROUGE: A package for automatic evaluation of summaries

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:33.519008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:30.530710Z digest=sha256:74081779c97b2f7f675d122e8f8cbae8c4c887ff8012a9bac587e20a641d97fa

Observation 46f47b5b-dfc9-4952-b4be-84e1cf554728 · outbound

This paper cites Trachea and Bronchi.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Trachea and Bronchi

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:33.310156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:30.613250Z digest=sha256:8926f21eebae67c97f1d03a637c152fb0b5bb6e3c80d57185b3e29b8188a89e1

Observation 72c0e4a1-2276-40f8-840a-bc80f3bb73a0 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:33.107447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:30.692371Z digest=sha256:da3913b236a5a96b34ae4a77ffa0f0ae2ae09a591d5f54959f5738cfafd47de1

Observation 9f8a43d1-44b0-401b-a345-0f5fe835d05b · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:32.688118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:30.815094Z digest=sha256:6cd7a340e97cb33f8891b4aafaa360244207d0a9883b6bea40eec55376a6acb8

Observation 47c07e59-196d-4f53-8737-06e54b9986c4 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:32.455438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:30.940971Z digest=sha256:b094254c5c218d5ea1f63b0ddce71124b309291fa97358b47a4c74908de26798

Observation 9d2c863e-80ba-4221-a997-2977655d328d · outbound

This paper cites Trachea and both main bronchi are open.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Trachea and both main bronchi are open

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:32.194965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:08:31.043095Z digest=sha256:e17dddbf605c8f4272848bdab45e1fa6950b79e5c96650dd5ce4bafc39b3c48f

Pith citing papers

Observation ab03d2f6-937d-4948-b815-b86213a732f5 · inbound

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models cites this paper.

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 201

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:38.283366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:38.283366Z digest=sha256:f987c1c436dec426c593071a275cc11397a8d7b9d6eaef836895d71f9c09a5ff

Observation a2fa0b48-bb77-4b74-b9d8-f73199c7cc1c · inbound

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation cites this paper.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T08:22:43.677403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:22:43.677403Z digest=sha256:025deb55c681f75845eae983ebff2983bd9b4a168f8afa9a7196c44d0ff0e146

Observation b091596a-b816-4ddf-9806-6d3a11a60641 · inbound

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation cites this paper.

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-13T23:01:41.380237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:01:41.380237Z digest=sha256:1323ee40aff3877d33e84cb0b70ad4c3e0541b59b56781127d8e13f80196d857

Observation 57320cdb-7bbf-439d-bd07-5ee4af24bc26 · inbound

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.636877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:f70527c8b3fe55eac600f32297cd6d211987e621720a555f5749ea653255f491

Observation f8453d23-5052-4b3d-8d45-ce847866745e · inbound

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography cites this paper.

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:55:03.874210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T10:54:35.000783Z digest=sha256:d84daf59daf165930ccd0de1e97cf8f19c2569e96d3721e8808727f06b85bb7e

Observation da811cf2-5476-41c6-8dba-8ae142701d2c · inbound

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography cites this paper.

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T19:46:06.596310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T19:46:06.596310Z digest=sha256:40f3a103164353ab7d37561b0f5d9f461ee14b95bbd9394b2f6f6bff7c6360cf

Observation c68c4df0-6c6a-4dd7-8b1d-f808e1a9ff9d · inbound

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI cites this paper.

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T20:58:06.870855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-09T20:54:50.599338Z digest=sha256:8ab8af04cde20ee235143a93c664e28dac3df6ec7bd2296a9da73bf27c56a9e5

Observation e2a0205e-c6ec-460e-a940-d67064c446f0 · inbound

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents cites this paper.

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:41:43.497988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T04:02:36.159920Z digest=sha256:4bd0a2e0da582455a93c247344a38195be9845b43606f59356aa0751f6d6a40d

Observation 8a5ff7af-e7c6-4f4b-9526-5a22ef394809 · inbound

Policy-Driven CT-Agent: Modeling Phase-Aware Diagnostic Control for Clinically Consistent CT Reasoning cites this paper.

Policy-Driven CT-Agent: Modeling Phase-Aware Diagnostic Control for Clinically Consistent CT Reasoning CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-14T09:34:35.461742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T09:34:35.461742Z digest=sha256:5ac0c1c42f56559f1b0190cca5eb5db1784174cfccf58eb3ecf9c805c81a92b3

Observation e2803b35-b15d-40b5-a674-5932d92345c1 · inbound

When Do Cheap Probes Predict Expensive Training? Probing 3D-CT Encoders for Text Generation cites this paper.

When Do Cheap Probes Predict Expensive Training? Probing 3D-CT Encoders for Text Generation CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T06:15:34.422329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:15:34.422329Z digest=sha256:91484f5eeb9c07b6fe6328b62d95cfbf4cb2c09d0e509baeb9fc5531e0b549ca